Education

• Software Engineering , School of Electronics Engineering and Computer Science , Peking University , 2019 – 2024

Awards and Honors

• Academic Excellence Award, Peking University, 2023 (北京大学科研优秀奖)

• Merit Student, Peking University, 2022 (北京大学三好学生)

Research Interests

• Incremental Learning, Prompt Learning, Online Learning, Person Re-Identification

Publications

1. One paper in submittion.

2. Qiwei Li and Jiahuan Zhou*, "CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning", Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI'25), Philadelphia, Pennsylvania, USA, Feb.27 - Mar.2, 2025.

3. Qiwei Li, Yuxin Peng, and Jiahuan Zhou*, "Progressive Prototype Evolving for Dual-Forgetting Mitigation in Non-Exemplar Online Continual Learning", 32nd ACM Multimedia Conference (ACM MM'24), Melbourne, Australia, 2024.

4. Qiwei Li, Kunlun Xu, Yuxin Peng, Jiahuan Zhou*, "Exemplar-Free Lifelong Person Re-Identification via Prompt-guided Adaptive Knowledge Consolidation", in International Journal of Computer Vision (IJCV), 2024. (Accepted)

5. Qiwei Li, Yuxin Peng, Jiahuan Zhou*, "FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning", in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'24), Seattle WA, USA

6. Qiyu Dai, Jiyao Zhang, Qiwei Li, Tianhao Wu, Hao Dong, Ziyuan, Liu Ping Tan and He Wang*, "Domain randomization-enhanced depth simulation and restoration for perceiving and grasping specular and transparent objects", European Conf. on Computer Vision (ECCV'22), Tel-Aviv, Israel, Oct. 2022.

Note: * indicates the corresponding author; # indicates equal contribution.

Academic Service

• IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)